Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

24,908
lessons
Skills in this topic
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LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
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The spelled-out intro to language modeling: building makemore
Large Language Models ⚡ AI Lesson
The spelled-out intro to language modeling: building makemore
Andrej Karpathy Beginner 3y ago
Nick Lane: Origin of Life, Evolution, Aliens, Biology, and Consciousness | Lex Fridman Podcast #318
Large Language Models
Nick Lane: Origin of Life, Evolution, Aliens, Biology, and Consciousness | Lex Fridman Podcast #318
Lex Fridman Beginner 3y ago
DALL-E 2 Outpainting Tutorial
Large Language Models
DALL-E 2 Outpainting Tutorial
1littlecoder Beginner 3y ago
GPT-NeoX-20B | BigScience BLOOM | OPT-175B | Training Large Language Models | Papers Explained
Large Language Models
GPT-NeoX-20B | BigScience BLOOM | OPT-175B | Training Large Language Models | Papers Explained
Aleksa Gordić - The AI Epiphany Beginner 3y ago
A Generalist Agent (Gato) - DeepMind's single model learns 600 tasks
Large Language Models
A Generalist Agent (Gato) - DeepMind's single model learns 600 tasks
Jay Alammar Beginner 3y ago
George Hotz | Programming | stable diffusion, in tinygrad?!? can it happen? | Part1
Large Language Models
George Hotz | Programming | stable diffusion, in tinygrad?!? can it happen? | Part1
george hotz archive Beginner 3y ago
How I would learn Machine Learning (if I could start over)
Large Language Models
How I would learn Machine Learning (if I could start over)
AssemblyAI Beginner 3y ago
What Is a Histogram? | Marketing Analytics for Beginners | Part-35
Large Language Models
What Is a Histogram? | Marketing Analytics for Beginners | Part-35
Data Science Dojo Beginner 3y ago
Creating a Python Code Completer & More Abstract Syntax Tree Projects | Real Python Podcast #123
Large Language Models
Creating a Python Code Completer & More Abstract Syntax Tree Projects | Real Python Podcast #123
Real Python Beginner 3y ago
What is a gig economy?
Large Language Models
What is a gig economy?
TED-Ed Beginner 3y ago
Implementing Machine Learninng Pipelines USsing Sklearn And Python
Large Language Models
Implementing Machine Learninng Pipelines USsing Sklearn And Python
Krish Naik Beginner 3y ago
Stop Selling Products and Services, Start Selling This
Large Language Models
Stop Selling Products and Services, Start Selling This
Dan Lok Beginner 3y ago
What is MLOps? | Cluster vs Spark Pools | Machine Learning | Community Webinar
Large Language Models ⚡ AI Lesson
What is MLOps? | Cluster vs Spark Pools | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
Meet the Author: Fundamentals of Data Engineering | DS/ML book club
Large Language Models
Meet the Author: Fundamentals of Data Engineering | DS/ML book club
Sophia Yang Beginner 3y ago
Aaron Colak — ML and NLP in Experience Management
Large Language Models
Aaron Colak — ML and NLP in Experience Management
Weights & Biases Beginner 3y ago
Liv Boeree: Poker, Game Theory, AI, Simulation, Aliens & Existential Risk | Lex Fridman Podcast #314
Large Language Models
Liv Boeree: Poker, Game Theory, AI, Simulation, Aliens & Existential Risk | Lex Fridman Podcast #314
Lex Fridman Beginner 3y ago
The Illustrated Retrieval Transformer
Large Language Models
The Illustrated Retrieval Transformer
Jay Alammar Beginner 3y ago
Short Educational Videos for Adults: Demo of Clips from Coursera
Large Language Models
Short Educational Videos for Adults: Demo of Clips from Coursera
Coursera Beginner 3y ago
I'm switching to Open Source LLM models! Introducing Forefront AI for GPT-J and finetuning
Large Language Models
I'm switching to Open Source LLM models! Introducing Forefront AI for GPT-J and finetuning
David Shapiro Beginner 3y ago
What Jimmy Fallon and James Corden taught me about marketing
Large Language Models
What Jimmy Fallon and James Corden taught me about marketing
Neil Patel Beginner 3y ago
10 NumPy Tips and Tricks You Should Know!
Large Language Models
10 NumPy Tips and Tricks You Should Know!
AssemblyAI Beginner 3y ago
What are Chrome's origin trials?
Large Language Models ⚡ AI Lesson
What are Chrome's origin trials?
Chrome for Developers Beginner 3y ago
Why did Phillis Wheatley disappear? - Charita Gainey
Large Language Models
Why did Phillis Wheatley disappear? - Charita Gainey
TED-Ed Beginner 3y ago
How I work from anywhere with the best tools for remote work
Large Language Models
How I work from anywhere with the best tools for remote work
James Briggs Beginner 3y ago
#100 Embedded Machine Learning on Edge Devices(with Daniel Situnayake)
Large Language Models
#100 Embedded Machine Learning on Edge Devices(with Daniel Situnayake)
DataCamp Beginner 3y ago
Moving NLP Forward With Transformer Models and Attention | Real Python Podcast #121
Large Language Models
Moving NLP Forward With Transformer Models and Attention | Real Python Podcast #121
Real Python Beginner 3y ago
GPT-3 Alternative - OPT-175B Hugging Face Language Model Tutorial
Large Language Models
GPT-3 Alternative - OPT-175B Hugging Face Language Model Tutorial
1littlecoder Beginner 3y ago
Will MacAskill - Longtermism, Effective Altruism, History, & Technology
Large Language Models ⚡ AI Lesson
Will MacAskill - Longtermism, Effective Altruism, History, & Technology
Dwarkesh Patel Beginner 3y ago
Musée d'Orsay | Visit Musee d'Orsay | Museums in Paris | Paris | France | Paris Attractions
Large Language Models
Musée d'Orsay | Visit Musee d'Orsay | Museums in Paris | Paris | France | Paris Attractions
ConnollyCove Beginner 3y ago
How To Use The Power Of Packaging to Sell More
Large Language Models
How To Use The Power Of Packaging to Sell More
Dan Lok Beginner 3y ago
001 Vienna Street Photo edited in Affinity Photo
Large Language Models ⚡ AI Lesson
001 Vienna Street Photo edited in Affinity Photo
Olivio Sarikas Beginner 3y ago
DALL-E mini explained | min(DALL-E) | Craiyon | ML Coding Series
Large Language Models
DALL-E mini explained | min(DALL-E) | Craiyon | ML Coding Series
Aleksa Gordić - The AI Epiphany Beginner 3y ago
The Essentials of Connected Site Tags | Marketing Analytics for Beginners | Part-34
Large Language Models ⚡ AI Lesson
The Essentials of Connected Site Tags | Marketing Analytics for Beginners | Part-34
Data Science Dojo Beginner 3y ago
ML Models Deployment with Flask and Docker | Machine Learning | Community Webinar
Large Language Models
ML Models Deployment with Flask and Docker | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
Mastering Revenue Reports | Marketing Analytics for Beginners | Part-33
Large Language Models
Mastering Revenue Reports | Marketing Analytics for Beginners | Part-33
Data Science Dojo Beginner 3y ago
Hierarchical Clustering with College Scorecard Data | Community Webinar
Large Language Models
Hierarchical Clustering with College Scorecard Data | Community Webinar
Data Science Dojo Beginner 3y ago
One Machine Learning Tip You Need to Know!
Large Language Models ⚡ AI Lesson
One Machine Learning Tip You Need to Know!
AssemblyAI Beginner 3y ago
Data Analyst Roadmap: Career Transition into Analytics | Community Webinar
Large Language Models ⚡ AI Lesson
Data Analyst Roadmap: Career Transition into Analytics | Community Webinar
Data Science Dojo Beginner 3y ago
Experience Grounds Language: Improving language models beyond the world of text
Large Language Models
Experience Grounds Language: Improving language models beyond the world of text
Jay Alammar Beginner 3y ago
Life Hack for trying out Python code on GitHub!
Large Language Models
Life Hack for trying out Python code on GitHub!
AssemblyAI Beginner 3y ago
Custom Dimensions and Metrics in Google Analytics | Marketing Analytics for Beginners | Part-32
Large Language Models ⚡ AI Lesson
Custom Dimensions and Metrics in Google Analytics | Marketing Analytics for Beginners | Part-32
Data Science Dojo Beginner 3y ago
What is Generative Machine Learning | Fundamentals of Quantum Computing | Community Webinar
Large Language Models
What is Generative Machine Learning | Fundamentals of Quantum Computing | Community Webinar
Data Science Dojo Beginner 3y ago
How to confuse a Machine Learning engineer
Large Language Models ⚡ AI Lesson
How to confuse a Machine Learning engineer
AssemblyAI Beginner 3y ago
3 Must Know VS Code Features for ML & Data Science!
Large Language Models ⚡ AI Lesson
3 Must Know VS Code Features for ML & Data Science!
AssemblyAI Beginner 3y ago
Global Site Tags Examples | Marketing Analytics for Beginners | Part-31
Large Language Models
Global Site Tags Examples | Marketing Analytics for Beginners | Part-31
Data Science Dojo Beginner 3y ago
Build your first Machine Learning model with JAX!
Large Language Models
Build your first Machine Learning model with JAX!
AssemblyAI Beginner 3y ago
What is Customer Lifetime Value (CLV)? | Marketing Analytics for Beginners | Part 30
Large Language Models ⚡ AI Lesson
What is Customer Lifetime Value (CLV)? | Marketing Analytics for Beginners | Part 30
Data Science Dojo Beginner 3y ago
Deploy ML models with FastAPI, Docker, and Heroku | Tutorial
Large Language Models
Deploy ML models with FastAPI, Docker, and Heroku | Tutorial
AssemblyAI Beginner 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Copywriting with ChatGPT: Produce Compelling Copy That Sells
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Self-paced
Copywriting with ChatGPT: Produce Compelling Copy That Sells
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Intro to Snowflake for Devs, Data Scientists, Data Engineers
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Self-paced
Intro to Snowflake for Devs, Data Scientists, Data Engineers
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Understanding Open AI Workspaces
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Self-paced
Understanding Open AI Workspaces
Opens on Coursera ↗
Cyber Security Projects for Your Dream Job
📚 Coursera Course ↗
Self-paced
Cyber Security Projects for Your Dream Job
Opens on Coursera ↗
AI-assisted MATLAB Programming with ChatGPT
📚 Coursera Course ↗
Self-paced
AI-assisted MATLAB Programming with ChatGPT
Opens on Coursera ↗
Gemini for DevOps Engineers
📚 Coursera Course ↗
Self-paced
Gemini for DevOps Engineers
Opens on Coursera ↗